Sentence examples for as a function of the likelihood from inspiring English sources

The function the learning machine approximates to after training is obtained, as a function of the likelihood functions and the prior probabilities.

Estimated-date-of-infection was defined as a function of the likelihood of the HIV source and timing of sexual contact with the suspected source.

Each gene signature enrichment score was derived as a function of the likelihood of that signature set being among the most highly ranked genes for each tumor phenotype, and enrichment score significance was estimated using 1,000 random permutations of the sample labels in the tumor dataset.

Ranking of UniGenes within each phenotype was based on a signal-to-noise metric; an enrichment score for each signature was derived as a function of the likelihood of that gene set being among the most highly ranked genes within the phenotype.

An expected risk or cost function is defined as a function of the decision costs, and the likelihood and prior of each hypothesis.

Viewed as a function of the model parameters given the data, Eq. (A3) is the likelihood function of the model's parameter vector.

Chain equilibrium was estimated by plotting the log-likelihood and the alpha parameter as a function of the generation number.

Alemu et al. applied local polynomial likelihood estimation [ 31] to model variance as a function of the mean of expression.

For coherent reception with maximum-likelihood decoding, we derive the code design criteria as a function of the channel's scattering function.

As can be seen, the likelihood is a function of the noisy speech (cf. Figure 2).

considered as a function of x, is called the likelihood function (of x, given the outcome s of S [25].